ECG Arrhythmia Classification Using Spearman Rank Correlation and Support Vector Machine.
Shreya KhareAkshay BhandariSaurabh SinghAnuja AroraPublished in: SocProS (2) (2011)
Keyphrases
- rank correlation
- support vector machine
- information retrieval evaluation
- support vector machine svm
- support vector
- classification method
- heart rate variability
- svm classifier
- pattern recognition
- feature vectors
- correlation coefficient
- classification accuracy
- svm classification
- ecg signals
- decision boundary
- high classification accuracy
- multi class
- training set
- decision trees
- feature selection
- feature space
- kernel methods
- beat classification
- mit bih arrhythmia database
- supervised learning
- class labels
- machine learning
- high dimensional
- feature extraction
- learning algorithm
- information retrieval